| Literature DB >> 35294541 |
Molly P Jarman1,2, Ginger Jin1, Joel S Weissman1,2, Arlene S Ash3, Jennifer Tjia3, Ali Salim2,4, Adil Haider1,5, Zara Cooper1,2,4.
Abstract
Importance: Trauma centers improve outcomes for young patients with serious injuries. However, most injury-related hospital admissions and deaths occur in older adults, and it is not clear whether trauma center care provides the same benefit in this population. Objective: To examine whether 30- and 365-day mortality of injured older adults is associated with the treating hospital's trauma center level. Design, Setting, and Participants: This prospective, population-based cohort study used Medicare claims data from January 1, 2013, to December 31, 2016, for all fee-for-service Medicare beneficiaries 66 years or older with inpatient admission for traumatic injury in 2014 to 2015. Data analysis was performed from January 1 to June 31, 2021. Preinjury health was measured using 2013 claims, and outcomes were measured through 2016. The population was stratified by anatomical injury pattern. Propensity scores for level I trauma center treatment were estimated using the Abbreviated Injury Scale, age, and residential proximity to trauma center and then used to match beneficiaries from each trauma level (I, II, III, and IV/non-trauma centers) by injury type. Exposure: Admitting hospital's trauma center level. Main Outcomes and Measures: Case fatality rates (CFRs) at 30 and 365 days after injury, estimated in the matched sample using multivariable, hierarchical logistic regression models.Entities:
Mesh:
Year: 2022 PMID: 35294541 PMCID: PMC8928003 DOI: 10.1001/jamanetworkopen.2022.2448
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Figure 1. Flowchart of Inclusion and Exclusion Criteria
Medicare beneficiaries were identified for inclusion based on injury diagnosis, excluded based on missing trauma center level or residential county, categorized based on injury type, and propensity score matched to create the final analytic cohort. TBI indicates traumatic brain injury.
Injury Subtype Definitions
| Injury subtype | Definition |
|---|---|
| Isolated hip fracture | Hip fracture diagnosis, no other |
| Other extremity fracture | Diagnosis code for any extremity fracture other than hip or femur and AIS score <2 for all body regions other than extremity |
| Isolated TBI | AIS score ≥2 for head and AIS score <2 for all body regions other than head |
| Isolated rib fracture | Diagnosis code for rib fracture and AIS score <2 for all body regions other than chest |
| Cervical spine fracture | Diagnosis code for cervical spine fracture and AIS score <2 for all body regions other than head/neck |
| Hip fracture and TBI | Hip fracture diagnosis, AIS≥2 for head, and AIS score <2 for body regions other than head/neck and extremity |
| Multiple traumas | AIS score ≥3 for ≥2 body regions and not otherwise categorized |
| Other injury | NTDB-eligible injury diagnosis and not otherwise categorized |
Abbreviations: AIS, Abbreviated Injury Scale; ICD, International Classification of Diseases; NTDB, National Trauma Data Bank; TBI, traumatic brain injury.
Population Characteristics by Trauma Level in Full Population and After Propensity Score Matching
| Characteristic | No. (%) | Level III (n = 62 830) | Non-trauma center (n = 206 275) | ||||
|---|---|---|---|---|---|---|---|
| Level I (n = 67 485) | Level II (n = 94 007) | SMD | No. (%) | SMD | No. (%) | SMD | |
|
| |||||||
| Age group, y | |||||||
| 65-74 | 15 804 (23.4) | 18 865 (20.1) | −0.12 | 12 144 (19.3) | −0.13 | 35 198 (17.0) | −0.06 |
| 75-84 | 23 218 (34.4) | 32 638 (34.7) | 22 228 (35.4) | 70 002 (33.9) | |||
| ≥85 | 28 463 (42.2) | 42 574 (45.3) | 28 458 (45.3) | 101 475 (49.1) | |||
| CCI score | |||||||
| 0 | 21 320 (31.6) | 30 066 (31.9) | 0.04 | 19 525 (31.1) | 0.03 | 66 675 (32.3) | 0.02 |
| 1 | 16 072 (23.8) | 22 749 (24.2) | 15 282 (24.3) | 50 377 (24.4) | |||
| 2 | 11 130 (16.5) | 15 463 (16.4) | 10 466 (16.7) | 34 183 (16.5) | |||
| ≥3 | 18 963 (28.1) | 25 799 (27.4) | 17 557 (27.9) | 55 440 (26.8) | |||
| Frail | 33 847 (50.2) | 48 800 (51.9) | 0.05 | 32 748 (52.1) | −0.06 | 110 001 (53.2) | −0.02 |
| Sex | |||||||
| Female | 42 694 (63.3) | 63 330 (67.3) | −0.12 | 44 207 (70.4) | −0.21 | 148 754 (71.9) | −0.07 |
| Male | 24 694 (36.7) | 30 677 (32.7) | 18 623 (29.6) | 57 521 (28.1) | |||
| Race | |||||||
| Asian | 1265 (1.9) | 1082 (1.2) | 0.08 | 404 (0.6) | 0.16 | 3109 (1.5) | 0.01 |
| Black | 4345 (6.4) | 3142 (3.3) | 0.20 | 1875 (2.9) | 0.23 | 7894 (3.8) | 0.04 |
| Hispanic | 766 (1.1) | 952 (1.0) | 0.02 | 758 (1.2) | −0.01 | 2757 (1.3) | −0.01 |
| White | 59 781 (88.6) | 87 567 (93.1) | −0.22 | 58 894 (93.7) | −0.26 | 190 078 (91.9) | −0.04 |
| Other | 1083 (1.6) | 1104 (1.2) | 0.05 | 761 (1.2) | 0.05 | 2361 (1.1) | 0.01 |
| Unknown | 245 (0.4) | 230 (0.2) | 0.03 | 138 (0.2) | 0.04 | 476 (0.2) | 0.01 |
| Trauma center proximity | |||||||
| In county | 53 621 (79.5) | 70 214 (74.6) | −0.17 | 46 424 (73.9) | −0.19 | 118 550 (57.4) | −0.17 |
| Adjacent county | 11 297 (16.7) | 1872 (20.1) | 12 870 (20.5) | 67 008 (32.4) | |||
| No trauma center | 2567 (3.8) | 4991 (21.8) | 3536 (14.6) | 21 117 (10.2) | |||
| AIS score ≥3 | |||||||
| Head and neck | 14 677 (21.8) | 14 649 (15.6) | 0.22 | 5118 (8.2) | 0.59 | 14 218 (6.9) | 0.17 |
| Face | 59 (0.1) | 38 (0.1) | 0.12 | <10 | 0.27 | 21 (0.1) | 0.07 |
| Chest | 5926 (8.8) | 5104 (5.4) | 0.20 | 2566 (4.1) | 0.34 | 5322 (2.6) | 0.11 |
| Abdomen and pelvis | 1069 (1.6) | 782 (0.8) | 0.10 | 303 (0.5) | 0.19 | 562 (0.3) | 0.05 |
| Extremity | 25 614 (37.9) | 41 384 (43.9) | −0.20 | 34 562 (55.0) | −0.55 | 112 604 (54.5) | −0.14 |
| External | 245 (0.4) | 114 (0.1) | 0.13 | 89 (0.1) | 0.27 | 216 (0.1) | 0.08 |
| Injury subtype | |||||||
| Cervical spine fracture | 1664 (2.5) | 2097 (2.2) | NA | 733 (1.2) | NA | 1991 (1.0) | NA |
| Hip fracture and TBI | 830 (1.2) | 1359 (1.4) | NA | 754 (1.2) | NA | 2122 (1.0) | NA |
| Isolated fracture | |||||||
| Hip | 23 827 (35.3) | 40 363 (42.9) | NA | 34 244 (54.5) | NA | 115 471 (55.9) | NA |
| Rib | 3058 (4.5) | 3838 (4.1) | NA | 2327 (3.7) | NA | 6621 (3.2) | NA |
| Isolated TBI | 10 581 (15.7) | 11 978 (12.7) | NA | 4575 (7.3) | NA | 13 680 (6.6) | NA |
| Other extremity fracture | 8725 (12.9) | 13 235 (14.1) | NA | 9500 (15.1) | NA | 32 455 (15.7) | NA |
| Other injury | 7970 (11.8) | 10 825 (11.5) | NA | 6575 (10.5) | NA | 24 106 (11.7) | NA |
| Multiple traumas | 10 830 (16.1) | 10 382 (11.0) | NA | 4122 (6.6) | NA | 10 229 (5.0) | NA |
|
| |||||||
| Total No. | 51 638 | 51 638 | 51 638 | 51 638 | |||
| Age group, y | |||||||
| 65-74 | 10 561 (20.5) | 10 562 (20.5) | 0 | 10 532 (20.5) | 0 | 10 565 (20.5) | 0 |
| 75-84 | 17 561 (34.0) | 17 569 (34.0) | 17 608 (34.0) | 17 546 (34.0) | |||
| ≥85 | 23 516 (45.5) | 23 507 (45.5) | 23 498 (45.5) | 23 527 (45.5) | |||
| CCI score | |||||||
| 0 | 16 496 (31.9) | 16 647 (32.2) | 0.07 | 15 965 (30.9) | 0.02 | 16 798 (32.5) | 0.08 |
| 1 | 12 091 (23.4) | 12 414 (24.0) | 12 572 (24.4) | 12 614 (24.4) | |||
| 2 | 8497 (16.5) | 8507 (16.5) | 8646 (16.7) | 8485 (16.4) | |||
| ≥3 | 14 554 (28.2) | 8646 (27.3) | 14 455 (27.9) | 13 741 (26.6) | |||
| Frail | 26 311 (50.9) | 26 579 (51.5) | −0.01 | 26 935 (52.2) | −0.03 | 27 429 (53.1) | −0.02 |
| Sex | |||||||
| Female | 34 882 (67.6) | 35 535 (68.8) | −0.01 | 36 069 (69.9) | −0.07 | 36 251 (70.2) | −0.03 |
| Male | 16 756 (32.4) | 16 103 (31.2) | 15 569 (30.1) | 15 387 (29.8) | |||
| Race | |||||||
| Asian | 897 (1.7) | 592 (1.2) | 0.01 | 322 (0.6) | 0.14 | 960 (1.9) | 0 |
| Black | 3217 (6.2) | 1746 (3.4) | 0.03 | 1585 (3.1) | 0.21 | 2171 (4.2) | 0.02 |
| Hispanic | 551 (1.1) | 519 (1.0) | 0 | 662 (1.3) | −0.03 | 836 (1.6) | −0.01 |
| White | 46 054 (89.2) | 48 061 (93.1) | −0.04 | 48 349 (93.6) | −0.22 | 46 830 (90.7) | −0.02 |
| Other | 743 (1.4) | 592 (1.2) | 0 | 598 (1.2) | 0.03 | 667 (1.3) | 0 |
| Unknown | 176 (0.3) | 128 (0.3) | 0 | 122 (0.2) | 0.03 | 174 (0.3) | 0 |
| Trauma center proximity | |||||||
| In county | 42 051 (81.4) | 42 103 (81.5) | 0 | 40 961 (79.3) | −0.08 | 41 794 (80.9) | −0.01 |
| Adjacent county | 8012 (15.5) | 8041 (15.6) | 8792 (17.0) | 8254 (16.0) | |||
| No trauma center | 1575 (3.1) | 1494 (2.9) | 1885 (3.7) | 1590 (3.1) | |||
| AIS score ≥3 | |||||||
| Head and neck | 5359 (10.4) | 5315 (10.3) | 0 | 5118 (9.9) | 0.01 | 5225 (10.1) | 0.01 |
| Face | <10 | <10 | 0.01 | <10 | 0 | <10 | 0 |
| Chest | 2634 (5.1) | 2576 (5.0) | 0 | 2566 (5.0) | 0 | 2399 (4.7) | 0.01 |
| Abdomen and pelvis | 343 (0.7) | 269 (0.5) | 0 | 303 (0.6) | −0.01 | 229 (0.4) | 0.01 |
| Extremity | 24 551 (47.5) | 24 507 (47.5) | 0 | 24 714 (47.9) | −0.01 | 24 515 (47.5) | 0 |
| External | 89 (0.2) | 87 (0.2) | 0 | 89 (0.2) | 0.03 | 88 (0.2) | 0.01 |
| Injury subtype | |||||||
| Cervical spine fracture | 733 (1.4) | 733 (1.4) | NA | 733 (1.4) | NA | 733 (1.4) | NA |
| Hip fracture and TBI | 754 (1.5) | 754 (1.5) | NA | 754 (1.5) | NA | 754 (1.5) | NA |
| Isolated fracture | |||||||
| Hip | 23 827 (46.1) | 23 827 (46.1) | NA | 23 827 (46.1) | NA | 23 827 (46.1) | NA |
| Rib | 2327 (4.5) | 2327 (4.5) | NA | 2327 (4.5) | NA | 2327 (4.5) | NA |
| Isolated TBI | 4575 (8.9) | 4575 (8.9) | NA | 4575 (8.9) | NA | 4575 (8.9) | NA |
| Other extremity fracture | 8725 (16.9) | 8725 (16.9) | NA | 8725 (16.9) | NA | 8725 (16.9) | NA |
| Other injury | 6575 (12.7) | 6575 (12.7) | NA | 6575 (12.7) | NA | 6575 (12.7) | NA |
| Multiple traumas | 4122 (7.9) | 4122 (7.9) | NA | 4122 (7.9) | NA | 4122 (7.9) | NA |
Abbreviations: AIS, Abbreviated Injury Scale; CCI, Charlson Comorbidity Index; NA, not applicable; SMD, standardized mean difference; TBI, traumatic brain injury.
SMD compared with Level I trauma center.
Other race includes beneficiaries reporting a race category not otherwise listed, including those reporting 2 or more races. Beneficiaries with unknown race are reported separately.
Data suppressed because sample size was less than 10.
Other extremity fracture includes isolated fractures of the arm or leg other than hip fractures.
Other injury includes any National Trauma Data Bank–eligible injury diagnosis not otherwise categorized.
Figure 2. Crude and Adjusted Case Fatality Rates (CFRs) by Injury Type and Trauma Center Level
Trauma center levels were level I (L1), level II (L2), level III (L3), and non-trauma center (NTC). Crude CFRs and 95% CIs estimated as the mean marginal probability of death using bivariable logistic regression. Adjusted CFRs estimated as the mean marginal probability of death using hierarchical logistic regression with random effects at the hospital level. Propensity score matched based on age, Abbreviated Injury Scale scores, and trauma center proximity. Multivariable adjustment for sex, race, Charlson Comorbidity Index, and Claims-Based Frailty Index.
Odds Ratios Comparing 30- and 365-Day Mortality by Trauma Center Level Stratified by Injury Type
| Injury type and trauma center level | Odds ratio (95% CI) | |
|---|---|---|
| 30 Days | 365 Days | |
|
| ||
| Level I | 0.94 (0.65-1.35) | 0.86 (0.63-1.18) |
| Level II | 0.97 (0.68-1.38) | 0.92 (0.68-1.25) |
| Level III | 1.07 (0.75-1.53) | 1.14 (0.84-1.55) |
| Level IV/NTC | 1 [Reference] | 1 [Reference] |
|
| ||
| Level I | 1.05 (0.74-1.50) | 0.82 (0.60-1.13) |
| Level II | 1.32 (0.94-1.86) | 0.94 (0.70-1.27) |
| Level III | 1.34 (0.94-1.89) | 0.98 (0.72-1.32) |
| Level IV/NTC | 1 [Reference] | 1 [Reference] |
|
| ||
| Level I | 1.03 (0.95-1.11) | 0.96 (0.91-1.02) |
| Level II | 1.07 (0.99-1.15) | 1.00 (0.95-1.06) |
| Level III | 1.14 (1.06-1.23) | 1.07 (1.01-1.13) |
| Level IV/NTC | 1 [Reference] | 1 [Reference] |
|
| ||
| Level I | 0.87 (0.67-1.14) | 0.94 (0.79-1.14) |
| Level II | 0.97 (0.75-1.25) | 0.99 (0.83-1.18) |
| Level III | 0.87 (0.68-1.13) | 0.96 (0.81-1.14) |
| Level IV/NTC | 1 [Reference] | 1 [Reference] |
|
| ||
| Level I | 1.29 (1.12-1.47) | 1.11 (0.98-1.26) |
| Level II | 1.56 (1.01-1.32) | 1.12 (1.00-1.27) |
| Level III | 1.28 (1.12-1.47) | 1.27 (1.12-1.43) |
| Level IV/NTC | 1 [Reference] | 1 [Reference] |
|
| ||
| Level I | 0.86 (0.73-1.01) | 0.93 (0.84-1.03) |
| Level II | 0.98 (0.83-1.14) | 0.98 (0.89-1.08) |
| Level III | 1.09 (0.93-1.27) | 1.02 (0.93-1.12) |
| Level IV/NTC | 1 [Reference] | 1 [Reference] |
|
| ||
| Level I | 1.04 (0.87-1.24) | 0.91 (0.81-1.01) |
| Level II | 1.17 (0.98-1.39) | 1.01 (0.91-1.12) |
| Level III | 1.17 (0.98-1.38) | 1.05 (0.95-1.16) |
| Level IV/NTC | 1 [Reference] | 1 [Reference] |
|
| ||
| Level I | 1.41 (1.19-1.67) | 1.09 (0.95-1.25) |
| Level II | 1.18 (0.99-1.40) | 0.96 (0.84-1.09) |
| Level III | 1.10 (0.93-1.31) | 1.01 (0.89-1.15) |
| Level IV/NTC | 1 [Reference] | 1 [Reference] |
Abbreviations: NTC, non-trauma center; TBI, traumatic brain injury.
Other extremity fracture includes isolated fractures of the arm or leg other than hip fractures.
Other injury includes any National Trauma Data Bank eligible injury diagnosis not otherwise categorized.